eve: Open-source framework for co-evolving ensembles of coding agents

by scaling-group · Codex Skill · ★ 55

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Security audit verdict: SAFE · quality 67/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours.

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

agent-frameworkalpha-evolveautoresearchclaude-codecodexcoding-agentevolutionary-optimizationllm-agentsmulti-agentself-evolving

Quick Facts

Stars55
Forks8
LanguagePython
CategoryCodex Skill
LicenseApache-2.0
Quality Score67/100
Last Updated2026-08-20
Created2026-04-30
Platformsclaude-code, codex, python
Est. Tokens~16k

About eve

EvE: Evolutionary Ensemble of Agents Scientific Computing and Intelligence Group (Scaling Group) @ NUS Paper &middot; Overview &middot; Quick Start &middot; How It Works &middot; Set Up Your Own Task &middot; <a href="#example-icon-context-length-g

Compatible Skills

These tools work well together with eve for enhanced workflows:

  • sibyl-research-system — semantic(0.24)+complementary+rare_topics+same_lang+similar_pop+shared_platform (62%)
  • JustAsk — semantic(0.21)+complementary+rare_topics+same_lang+similar_pop+shared_platform (62%)

eve alternative? Top 6 similar tools

Looking for a eve alternative? If you're comparing eve with other codex skill tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

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  • ResearcherSkill by krzysztofdudek · ⭐ 268

    Asks what to optimise and how to measure it, then runs experiments on its own branch.

  • agent-skills by jdrhyne · ⭐ 241

    A collection of AI agent skills for Clawdbot, Claude Code, Codex

  • awesome-agent-evolution by EvoMap · ⭐ 238

    A curated list of AI Agent evolution, memory systems, multi-agent architectures, and self-improvement projects

  • aiwg by jmagly · ⭐ 229

    Reusable project context and specialist workflows for the AI tools you already use. Agents, skills, rules and

  • palot by ItsWendell · ⭐ 193

    Just another desktop client for OpenCode 2. Manage projects, sessions, parallel agents, requests, and changes

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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